R Programming for Data Science Training Course - India

The Intellipaat R Programming for Data Science training course will help you be a master in data manipulation with R programming, data visualization and advanced analytics topics like regressions and data mining using RStudio. During this course, you will work on real-life projects and assignments to master Data Science.

About R Programming for Data Science Online Certification Course

Intellipaat is one of the leading online training providers across India. This company is widely known for providing the most competitive and industry-recommended R Programming training course in the country. As part of the training, learners will be getting a thorough knowledge and a rich hands-on experience in the significant concepts of R Programming such as Matrix, vectors, data frames, R Calculator and much more.

What will you learn in this R Programming training?

Basic concepts of R Programming

Creating charts, vectors and plots

Working with variables, repeat and factor levels

Functions such as Stack, Merge and Strsplit

Connecting database

Reading ODBC connectivity and linear and logistic regression

Integrating R on Hadoop cluster

Performing the functions of sorting and analyzing variance

Who should take up this R training course?

Software Engineers and Data Analysts

Business Intelligence Professionals

SAS Developers wanting to learn the open-source technology

Those aspiring for a career in Data Science

What are the prerequisites for learning R Programming?

We don’t expect any prior knowledge from your side. However, a basic knowledge of programming language can be helpful.

What are the R Programming job opportunities in India?

There is going to be a dearth of 200,000 Big Data Analysts by 2020 in India.

IT is considered as one of the strongest sectors of Indian economy. Some of the top MNCs from across the globe call India their home. This staggering economic growth has necessitated the use of business analytics to predict market trends. Therefore, companies are increasingly getting inclined towards adopting powerful technologies like R Programming. Hence, for aspirants who wish to make it big in Data Science, learning this technology will take their careers to the next orbit.

What is the R Programming market trend in India?

India is emerging to be a technology superpower with excellent IT services to be outsourced. As data has become the prime asset for firms, Indian companies are keenly looking for skilled professionals who can extract insights from humongous amounts of data. This need has generated lucrative career opportunities for R Programming professionals in this country.

Why should you take up R Programming training?

70% of companies say that Analytics is integral to making decisions – IBM Study

19% is the annual growth rate of the Analytics market – Pringle & Company

R Programmers can earn excess of $110,000 per year – O’Reilly Survey

Intellipaat’s R Programming training course is designed considering the need for hands-on experience rather than theoretical concepts in learning this programming language. This course ends with a project work based on the real-life use cases that gives you credibility and exposure in the industry. Additionally, this course helps you achieve a good score in R Certification exam. Hence, kick-start your career in analytics by enrolling in this course, today!

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R Programming Course Content

Introduction to R

R language for statistical programming, various features of R, introduction to RStudio, statistical packages, familiarity with different data types and functions, learning to deploy them in various scenarios, use SQL to apply ‘join’ function, components of RStudio like code editor, visualization and debugging tools and learn about R-bind

Association Rule Mining

Introduction to Association Rule Mining, various concepts of Association Rule Mining, various methods to predict relations between variables in large datasets, algorithm and rules of Association Rule Mining and understanding single cardinality

Regression in R

Understanding what is simple linear regression, various equations of line, slope, Y-intercept regression line, deploying analysis using regression, the least square criterion, interpreting the results and standard error to estimate and measure of variation

Analyzing Relationship with Regression

Scatter plots, two-variable relationship, simple regression analysis and line of best fit

Advanced Regression

Deep understanding of the measure of variation, the concept of co-efficient of determination, F-test, the test statistic with an F-distribution, advanced regression in R and prediction linear regression

Logistic Regression

Logistic regression mean and logistic regression in R

Advanced Logistic Regression

Advanced logistic regression, understanding how to do prediction using logistic regression, ensuring if the model is accurate, understanding sensitivity and specificity, confusion matrix, what is ROC, a graphical plot illustrating binary classifier system and ROC curve in R for determining sensitivity/specificity trade-offs for a binary classifier

Receiver Operating Characteristic (ROC)

Detailed understanding of ROC, area under ROC curve, converting the variable, data set partitioning, understanding how to check for multicollinearity, how two or more variables are highly correlated, building of model, advanced data set partitioning, interpreting of the output, predicting the output, detailed confusion matrix and deploying the Hosmer-Lemeshow test for checking whether the observed event rates match the expected event rates

Kolmogorov–Smirnov Chart

Data analysis with R, understanding the Wald test, MC Fadden’s pseudo R-squared, the significance of the area under ROC curve, Kolmogorov–Smirnov chart which is a non-parametric test of one-dimensional probability distribution

Database Connectivity with R

Connecting to various databases from the R environment, deploying the ODBC tables for reading the data and visualization of the performance of the algorithm using confusion matrix

R Case Studies

Logistic Regression Case Study

In this case study, you will get a detailed understanding of the advertisement spends of a company that will help to drive more sales. You will deploy logistic regression to forecast the future trends, detect patterns and uncover insights and more, all through the power of R programming. Due to this, the future advertisement spends can be decided and optimized for higher revenues.

Multiple Regression Case Study

You will understand how to compare the miles per gallon (MPG) of a car based on various parameters. You will deploy multiple regression and note down the MPG for the car make, model, speed, load conditions, etc. It includes the model building, model diagnostic and checking the ROC curve, among other things.

Receiver Operating Characteristic (ROC) Case Study

You will work with various data sets in R, deploy data exploration methodologies, build scalable models, predict the outcome with highest precision, diagnose the model that you have created with various real-world data, check the ROC curve and more.

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R Programming Projects

What projects I will be working on this R Programming training?

Project 1

Domain: Restaurant Revenue Prediction

Data set: Sales

Project Description: This project involves predicting the sales of a restaurant on the basis of certain objective measurements. This project will give real-time industry experience on handling multiple use cases and deriving the solutions. This project gives insights about feature engineering and selection.

Project 2

Domain: Data Analytics

Objective: The project is meant to predict the class of a flower using its petal’s dimensions.

Project 3

Domain: Finance

Objective: The project aims to find the most impacting factors in the preferences of pre-paid model and to identify which all are the variables highly correlated with impacting factors.

Sample R Programming Video Tutorials

Data Science with R

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R Programming Certification

This course is designed for clearing the Intellipaat R Certification exam.

As part of this training, you will be working on real-time projects and assignments that have immense implications in the real-world industry scenarios, thus helping you fast-track your career effortlessly.

At the end of this training program, there will be a quiz that perfectly reflects the type of questions asked in the certification exam and helps you score better marks.

The certification will be awarded upon the completion of the project work (after the expert review) and upon scoring at least 60% marks in the quiz. Intellipaat certification is well recognized in top 80+ MNCs like Ericsson, Cisco, Cognizant, Sony, Mu Sigma, Saint-Gobain, Standard Chartered, TCS, Genpact, Hexaware, etc.

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R Programming for Data Science Reviews

Mr Yoga

John Chioles

Ritesh

Dileep & Ajay

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Ravi Joshi

Amazing course

Thank you Intellipaat for providing such a great R programming training course content. It must be recommended for all people who are looking for a future in Data Science. Great job of covering all tasks and topics in an easy-to-follow rhythm.

Anam K

Informative and descriptive

This is a wonderful start-up tutorial, informative and descriptive to the point. I like the video approach, as it helps to completely cover topics without lengthy sittings. It helps me become an R user and learn to think like a Data Scientist. It's a perfect way for a quick start. Thanks, Intellipaat!

Aalok Nath

Well-prepared course

Really a well-prepared R online training course, clear presentations and good speakers. Everything is professionally done. Great lessons for beginning with Data Science with R...!

Watson

Good stuff

Good stuff to learn Data Science with R.

Deepa Jain

Well-designed quizzes

What I liked the most about this course is that the quizzes are well designed to test the conceptual understanding. I went through the sessions multiple times so as to clear the quizzes. It gave my Data Science career a great start as most important topics are compiled in just one training course. I had an excellent training experience with Intellipaat.

Deepa Joshi

Outstanding Training !!!

I completed SAS training from Intellipaat that was completely in line with the Base SAS certification. Excellent materials and presentations, Totally satisfied with the decision of purchasing a course from intellipaat. I learnt completely about SAS and I can directly apply to my work. The whole lectures, topics, section wise content arrangement and overall content are quite good. The Base SAS certification training session was designed to make professionals understand overall SAS concepts thoroughly.

R Programming for Data Science Online Certification Course Advisor

Suresh Paritala

A Senior Software Architect at NextGen Healthcare who has previously worked with IBM Corporation, Suresh Paritala has worked on Big Data, Data Science, Advanced Analytics, Internet of Things and Azure, along with AI domains like Machine Learning and Deep Learning. He has successfully implemented high-impact projects in major corporations around the world.

Samanth Reddy

A renowned Data Scientist who has worked with Google and is currently working at ASCAP, Samanth Reddy has a proven ability to develop Data Science strategies that have a high impact on the revenues of various organizations. He comes with strong Data Science expertise and has created decisive Data Science strategies for Fortune 500 corporations.

David Callaghan

An experienced Blockchain Professional who has been bringing integrated Blockchain, particularly Hyperledger and Ethereum, and Big Data solutions to the cloud, David Callaghan has previously worked on Hadoop, AWS Cloud, Big Data and Pentaho projects that have had major impact on revenues of marquee brands around the world.

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Frequently Asked Questions about R Programming

Why should I learn R Programming from Intellipaat?

Intellipaat offers a comprehensive training in R Programming language. With this industry-designed training, you will master various aspects of graphical representation, statistical analysis and reporting. This training will also make you proficient in the concepts of functions, data structures, variables and flow of control. Upon the successful completion of the training, you will be awarded the Intellipaat R Certification.

What are the different modes of training that Intellipaat provides?

At Intellipaat you can enroll either for the instructor-led online training or self-paced training. Apart from this Intellipaat also offers corporate training for organizations to upskill their workforce. All trainers at Intellipaat have 12+ years of relevant industry experience and they have been actively working as consultants in the same domain making them subject matter experts. Go through the sample videos to check the quality of the trainers.

Can I request for a support session if I need to better understand the topics?

Intellipaat is offering the 24/7 query resolution and you can raise a ticket with the dedicated support team anytime. You can avail the email support for all your queries. In the event of your query not getting resolved through email we can also arrange one-to-one sessions with the trainers. You would be glad to know that you can contact Intellipaat support even after completion of the training. We also do not put a limit on the number of tickets you can raise when it comes to query resolution and doubt clearance.

Can you explain the benefits of the Intellipaat self-paced training?

Intellipaat offers the self-paced training to those who want to learn at their own pace. This training also affords you the benefit of query resolution through email, one-on-one sessions with trainers, round the clock support and access to the learning modules or LMS for lifetime. Also you get the latest version of the course material at no added cost. The Intellipaat self-paced training is 75% lesser priced compared to the online instructor-led training. If you face any problems while learning we can always arrange a virtual live class with the trainers as well.

What kind of projects are included as part of the training?

Intellipaat is offering you the most updated, relevant and high value real-world projects as part of the training program. This way you can implement the learning that you have acquired in a real-world industry setup. All training comes with multiple projects that thoroughly test your skills, learning and practical knowledge thus making you completely industry-ready. You will work on highly exciting projects in the domains of high technology, ecommerce, marketing, sales, networking, banking, insurance, etc. Upon successful completion of the projects your skills will be considered equal to six months of rigorous industry experience.

Does Intellipaat offer job assistance?

Intellipaat actively provides placement assistance to all learners who have successfully completed the training. For this we are exclusively tied-up with over 80 top MNCs from around the world. This way you can be placed in outstanding organizations like Sony, Ericsson, TCS, Mu Sigma, Standard Chartered, Cognizant, Cisco, among other equally great enterprises. We also help you with the job interview and résumé preparation part as well.

Is it possible to switch from self-paced training to instructor-led training?

You can definitely make the switch from self-paced to online instructor-led training by simply paying the extra amount and joining the next batch of the training which shall be notified to you specifically.

How are Intellipaat verified certificates awarded?

Once you complete the Intellipaat training program along with all the real-world projects, quizzes and assignments and upon scoring at least 60% marks in the qualifying exam; you will be awarded the Intellipaat verified certification. This certificate is very well recognized in Intellipaat affiliate organizations which include over 80 top MNCs from around the world which are also part of the Fortune 500 list of companies.

Will The Job Assistance Program Guarantee Me A Job?

In our Job Assistance program we will be helping you land in your dream job by sharing your resume to potential recruiters and assisting you with resume building, preparing you for interview questions. Intellipaat training should not be regarded either as a job placement service or as a guarantee for employment as the entire employment process will take part between the learner and the recruiter companies directly and the final selection is always dependent on the recruiter.